0
$\begingroup$

I want to do comparison of classification techniques but now i only have SVM as one of the techniques. Can anyone suggest another technique other than CRF and MNB? Thank you

$\endgroup$

1 Answer 1

1
$\begingroup$

For this, you may consult paperswithcode in the NER category, where you will see that in most datasets multiple top performers are BERT-based solutions.

This approach normally consists of taking a pre-trained neural network model that is some variation of the BERT architecture (Transformer encoder trained on a masked language model loss) and fine-tuning it on your data.

You can have a look at the Huggingface Transformers python library, which is well suited for this.

$\endgroup$

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service and acknowledge you have read our privacy policy.

Not the answer you're looking for? Browse other questions tagged or ask your own question.